PHP VA SUN’IY INTELLEKT SINERGIYASI: LARAVEL ASOSIDA INTELLEKTUAL VEBTIZIMLARNI LOYIHALASH ARXITEKTURASI
##plugins.pubIds.doi.readerDisplayName##:
https://doi.org/10.5281/zenodo.20721553##article.subject##:
Laravel, sun’iy intellekt, veb-arxitektura, mikroservislar, tasvirlarni tahlil qilish, asinxron navbatlar, neyron tarmoqlar, YOLO, tizim unumdorligi##article.abstract##
Ushbu maqolada zamonaviy veb-tizimlarda sun’iy intellekt (SI) modullarini, xususan, tasvirlarni tahlil qilish
algoritmlarini Laravel (PHP) freymvorki asosida integratsiya qilishning konseptual arxitekturasi tadqiq etilgan. An’anaviy
monolit yondashuvning kamchiliklari tahlil qilinib, Redis asinxron navbatlariga va izolyatsiya qilingan Python mikroservislariga
(YOLO neyrotarmog’i misolida) asoslangan yuqori unumdor tizim modeli taklif qilingan. Amaliy sinov va stress-test
natijalari shuni isbotladiki, taklif etilgan arxitektura server yuklamasini keskin kamaytirib, tizimning qabul qilish va ishlov
berish tezligini bir necha barobarga optimallashtiradi
Библиографические ссылки
Otwell, T. (2023). Laravel: The PHP Framework for Web Artisans. Official Documentation. Laravel LLC. https://laravel.
com/docs
Ultralytics. (2023). YOLOv8: A New State-of-the-Art Computer Vision Model. Ultralytics Inc. https://docs.ultralytics.com
Redmon, J., Divvala, S., Girshick, R., & Farhadi, A. (2016). You Only Look Once: Unified, real-time object detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 779–788. https://doi.
org/10.1109/CVPR.2016.91
Jocher, G., Chaurasia, A., & Qiu, J. (2023). Ultralytics YOLO (Version 8.0.0) [Computer software]. https://doi.
org/10.5281/zenodo.7347926
Newman, S. (2021). Building Microservices: Designing Fine-Grained Systems (2nd ed.). O’Reilly Media.
Fowler, M., & Lewis, J. (2014). Microservices: A Definition of This New Architectural Term. MartinFowler.com. https://
martinfowler.com/articles/microservices.html
Richardson, C. (2018). Microservices Patterns: With Examples in Java. Manning Publications.
Al-Safi, Y., & Al-Qurabat, A. K. (2020). Performance evaluation of asynchronous task queues in web applications.
International Journal of Computer Applications, 176(31), 12–18. https://doi.org/10.5120/ijca2020920198
Carneiro, C., & Schmelmer, T. (2016). Microservices from Day One: Build Robust and Scalable Software from the
Start. Apress. https://doi.org/10.1007/978-1-4842-1937-9
Indrasiri, K., & Kuruppu, D. (2021). gRPC: Up and Running. O’Reilly Media.
Burns, B., Grant, B., Oppenheimer, D., Brewer, E., & Wilkes, J. (2016). Borg, Omega, and Kubernetes. ACM Queue,
(1), 70–93. https://doi.org/10.1145/2898442.2898444
Humble, J., & Farley, D. (2010). Continuous Delivery: Reliable Software Releases through Build, Test, and Deployment
Automation. Addison-Wesley Professional.
Goodfellow, I., Bengio, Y., & Courville, A. (2016). Deep Learning. MIT Press.
He, K., Zhang, X., Ren, S., & Sun, J. (2016). Deep residual learning for image recognition. Proceedings of the IEEE
Conference on Computer Vision and Pattern Recognition (CVPR), 770–778. https://doi.org/10.1109/CVPR.2016.90
Lin, T.-Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollar, P., & Zitnick, C. L. (2014). Microsoft
COCO: Common objects in context. European Conference on Computer Vision (ECCV), 740–755. https://doi.
org/10.1007/978-3-319-10602-1_48
Yusupov, R. A., & Toshmatov, N. B. (2022). Veb-tizimlarda sun’iy intellekt algoritmlarini integratsiya qilish muammolari
va yechimlari. Axborot Texnologiyalari va Telekommunikatsiyalar, 3(2), 45–52.
Karimov, A. J. (2023). Zamonaviy veb-arxitekturalar va ularning samaradorligini baholash metodikasi. O‘zbekiston
Milliy Universiteti Xabarlari, 1(4), 112–119.
Sidorov, V. A., & Petrov, I. M. (2021). Asinhronnyye ocheredi zadach v vysokonagruzhennykh veb-sistemakh:
sravnitelnyy analiz. Programmnaya Inzheneriya, 12(3), 134–142. https://doi.org/10.17587/prin.12.134-142
Segaran, T. (2007). Programming Collective Intelligence: Building Smart Web 2.0 Applications. O’Reilly Media.
O’Reilly, T. (2021). Design Patterns for Cloud-Native Applications. O’Reilly Media.
Загрузки
##submissions.published##
##issue.issue##
##section.section##
Лицензия
Copyright (c) 2026 MUHANDISLIK VA IQTISODIYOT

Это произведение доступно по лицензии Creative Commons «Attribution» («Атрибуция») 4.0 Всемирная.